Artificial intelligence innovation in healthcare: Relevance of reporting guidelines for clinical translation from bench to bedside

被引：0

作者：

Teo, Zhen Ling ^{[1
]}

Kwee, Ann ^{[2
]}

Lim, John C. W. ^{[3
]}

Lam, Carolyn S. P. ^{[4
,5
]}

Ho, Dean ^{[6
,7
]}

Maurer-Stroh, Sebastian ^{[8
,9
,10
,11
]}

Su, Yi ^{[12
]}

Chesterman, Simon ^{[13
,14
]}

Chen, Tsuhan ^{[14
,15
]}

Tan, Chorh Chuan ^{[16
]}

Wong, Tien Yin ^{[1
,17
]}

Ngiam, Kee Yuan ^{[18
]}

Tan, Cher Heng ^{[19
]}

Soon, Danny ^{[20
]}

Choong, May Ling ^{[21
]}

Chua, Raymond ^{[22
]}

Wong, Sutowo ^{[23
]}

Lim, Colin ^{[24
]}

Cheong, Wei Yang ^{[24
,26
]}

Ting, Daniel S. W. ^{[1
,5
,25
]}

机构：

[1] Singapore Natl Eye Ctr, Singapore Eye Res Inst, 11 Third Hosp Ave, Singapore 168751, Singapore

[2] Singapore Gen Hosp, Dept Endocrinol, Singapore, Singapore

[3] Natl Univ Singapore, Ctr Regulatory Excellence, Duke NUS Med Sch, Singapore, Singapore

[4] Natl Heart Ctr Singapore, Dept Cardiol, Singapore, Singapore

[5] Natl Univ Singapore, Duke NUS Med Sch, Singapore, Singapore

[6] Natl Univ Singapore, Inst Digital Med, Inst Hlth 1, Dept Biomed Engn, Singapore, Singapore

[7] Natl Univ Singapore, Dept Pharmacol, Singapore, Singapore

[8] Agcy Sci Technol & Res, Bioinformat Inst, Singapore, Singapore

[9] Agcy Sci Technol & Res, Infect Dis Labs, Singapore, Singapore

[10] Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore, Singapore

[11] Natl Univ Singapore, Dept Biol Sci, Singapore, Singapore

[12] Agcy Sci Technol & Res, Inst High Performance Comp, Singapore, Singapore

[13] Natl Univ Singapore, Fac Law, Singapore, Singapore

[14] AI Singapore, Singapore, Singapore

[15] Natl Univ Singapore, Sch Comp, Singapore, Singapore

[16] Minist Hlth, Chief Hlth Scientist Off, Singapore, Singapore

[17] Tsinghua Univ, Tsinghua Med, Beijing, Peoples R China

[18] Natl Univ Hlth Syst, Grp Technol Off, Singapore, Singapore

[19] Natl Healthcare Grp, Ctr Hlth Innovat, Singapore, Singapore

[20] Consortium Clin Res & Innovat, Singapore, Singapore

[21] Hlth Sci Author, Singapore, Singapore

[22] Minist Hlth, Hlth Regulat Grp, Director Med Serv Off, Singapore, Singapore

[23] Minist Hlth, Data Analyt, Singapore, Singapore

[24] Minist Hlth, Technol, Singapore, Singapore

[25] Singapore Hlth Serv, Artificial Intelligence Off, Singapore, Singapore

[26] Minist Hlth, 16 Coll Rd,Coll Med Bldg, Singapore 169854, Singapore

来源：

ANNALS ACADEMY OF MEDICINE SINGAPORE | 2023年 / 52卷 / 04期

关键词：

Artificial intelligence; clinical translation; digital innovation; guidelines;

D O I：

10.47102/annals-acadmedsg.2022452

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

Artificial intelligence (AI) and digital innovation are transforming healthcare. Technologies such as machine learning in image analysis, natural language processing in medical chatbots and electronic medical record extraction have the potential to improve screening, diagnostics and prognostication, leading to precision medicine and preventive health. However, it is crucial to ensure that AI research is conducted with scientific rigour to facilitate clinical implementation. Therefore, reporting guidelines have been developed to standardise and streamline the development and validation of AI technologies in health. This commentary proposes a structured approach to utilise these reporting guidelines for the translation of promising AI techniques from research and development into clinical translation, and eventual widespread implementation from bench to bedside.

引用

页码：199 / 212

页数：14

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